pymc.exceptions.SamplingError: Initial evaluation of model at starting point failed!

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Hi @christ, it is hard to be certain without being able to have a runnable example but I suspect the issue is with the priors set on the over-dispersion parameter. Take a look at this resource, I think it might help you with picking a better prior Prior Choice Recommendations · stan-dev/stan Wiki · GitHub